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Bidirectional adaptive feature fusion for remote sensing scene classification 期刊论文
NEUROCOMPUTING, 2019, 卷号: 328, 期号: SI, 页码: 135-146
作者:  Lu, Xiaoqiang;  Ji, Weijun;  Li, Xuelong;  Zheng, Xiangtao
Adobe PDF(3917Kb)  |  收藏  |  浏览/下载：214/4  |  提交时间：2019/03/14
Bidirectional adaptive feature fusion  High spatial resolution remote Sensing images  Scene classification  
Structure preserving unsupervised feature selection 期刊论文
NEUROCOMPUTING, 2018, 卷号: 301, 页码: 36-45
作者:  Lu, Quanmao;  Li, Xuelong;  Dong, Yongsheng;  Dong, YS (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(852Kb)  |  收藏  |  浏览/下载：306/2  |  提交时间：2018/06/11
Unsupervised Feature Selection  Self Expression Model  Structure Preserving  
Subspace clustering guided convex nonnegative matrix factorization 期刊论文
NEUROCOMPUTING, 2018, 卷号: 292, 页码: 38-48
作者:  Cui, Guosheng;  Li, Xuelong;  Dong, Yongsheng;  Dong, YS (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr OPT IMagery Anal & Learning OPTIMAL, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(979Kb)  |  收藏  |  浏览/下载：263/1  |  提交时间：2018/04/26
Convex Nonnegative Matrix Factorization  Subspace Clustering  Multiple Centroids  Geometry Structure  Image Clustering  
Latent semantic concept regularized model for blind image deconvolution 期刊论文
NEUROCOMPUTING, 2017, 卷号: 257, 页码: 206-213
作者:  Ye, Renzhen;  Li, Xuelong;  Ye, RZ (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, State Key Lab Transient Opt & Photon, Ctr OPT IMagery Anal & Learning OPTIMAL, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(2791Kb)  |  收藏  |  浏览/下载：204/1  |  提交时间：2017/07/21
Machine Learning  Blind Deconvolution  Latent Semantic Learning  Matrix Factorization  Manifold Regularized  
Learning deep event models for crowd anomaly detection 期刊论文
NEUROCOMPUTING, 2017, 卷号: 219, 页码: 548-556
作者:  Feng, Yachuang;  Yuan, Yuan;  Lu, Xiaoqiang;  Lu, Xiaoqiang (luxq666666@gmail.com)
Adobe PDF(946Kb)  |  收藏  |  浏览/下载：333/3  |  提交时间：2016/12/21
Deep Neural Network  Pcanet  Deep Gmm  Crowded Scene  Abnormal Event Detection  Video Surveillance  
A target detection method for hyperspectral image based on mixture noise model 期刊论文
NEUROCOMPUTING, 2016, 卷号: 216, 页码: 331-341
作者:  Zheng, Xiangtao;  Yuan, Yuan;  Lu, Xiaoqiang;  Lu, Xiaoqiang (luxq666666@gmail.com)
Adobe PDF(1951Kb)  |  收藏  |  浏览/下载：320/1  |  提交时间：2016/11/30
Hyperspectral Data  Subpixel  Target Detection  
Hierarchical learning of large-margin metrics for large-scale image classification 期刊论文
NEUROCOMPUTING, 2016, 卷号: 208, 页码: 46-58
作者:  Lei, Hao;  Mei, Kuizhi;  Xin, Jingmin;  Dong, Peixiang;  Fan, Jianping;  Mei, Kuizhi (meikuizhi@mail.xjtu.edu.cn)
Adobe PDF(2855Kb)  |  收藏  |  浏览/下载：285/3  |  提交时间：2016/09/26
Visual Tree  Hierarchical Learning  Large-margin Metric Learning  Dimensionality Reduction  Large-scale Image Classification  
MR image super-resolution via manifold regularized sparse learning 期刊论文
NEUROCOMPUTING, 2015, 卷号: 162, 页码: 96-104
作者:  Lu, Xiaoqiang;  Huang, Zihan;  Yuan, Yuan
Adobe PDF(1763Kb)  |  收藏  |  浏览/下载：382/4  |  提交时间：2015/07/24
Sparse Learning  Manifold Regularization  Super-resolution  Magnetic Resonance Imaging (Mri)  
Image quality assessment: A sparse learning way 期刊论文
NEUROCOMPUTING, 2015, 卷号: 159, 页码: 227-241
作者:  Yuan, Y;  Guo, Q;  Lu, XQ
Adobe PDF(2073Kb)  |  收藏  |  浏览/下载：406/3  |  提交时间：2015/11/20
Adaptive multi-bit quantization for hashing 期刊论文
NEUROCOMPUTING, 2015, 卷号: 151, 页码: 319-326
作者:  Deng, C;  Deng, HR;  Liu, XL;  Yuan, Y
Adobe PDF(931Kb)  |  收藏  |  浏览/下载：183/1  |  提交时间：2015/11/20